In: Statistics and Probability
A class consisting of 10 students takes a test. The scores are approximately normally distributed with a mean of 74 and a standard deviation of 11. The teacher wants to curve the grades in the following manner: the top 5% get As, the next highest 12% get Bs, the bottom 5% get Fs, and the next lowest 12% get Ds. The rest will get Cs. Find the Z-scores for each line and the test score corresponding to each z score
Solution :
Given that,
mean = = 74
standard deviation = = 11
n = 10
=74
= / n = 11 10 = 3.4785
Using standard normal table,
P( Z < z) = 5%
P(Z < z) = 0.05
z =-1.64
Using z-score formula,
= z * +
= -1.64 * 3.4785 + 74
= 67.7926
=67.79
P( Z > z) = 5%
P(Z > z) = 0.05
1 - P( Z < z) = 0.05
P(Z < z) = 1 - 0.05
P(Z < z) = 0.95
z = 1.64
Using z-score formula,
= z * +
= 1.64 * 3.4785 + 74
= 79.7047
=79.70
P( Z < z) = 12%
P(Z < z) = 0.12
z = -1.17
Using z-score formula,
= z * +
= -1.17 * 3.4785 + 74
= 69.9301
=69.93
P( Z > z) = 12%
P(Z > z) = 0.12
1 - P( Z < z) = 0.12
P(Z < z) = 1 - 0.12
P(Z < z) = 0.88
z = 1.17
Using z-score formula,
= z * +
= -1.64 * 3.4785 + 74
= 78.0698
=78.07